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. 2021 Aug 5;7:e660. doi: 10.7717/peerj-cs.660

Table 4. Accuracy produced by DAE model on Amazon dataset when a base classifier is Naive Bayes with various warning significance levels and detect significance levels for LFR.

Warning significance level ( δ ) Detect significance level ( ϵ ) # drift-detected Classification accuracy (%)
0.3 0.010 2 75.5852843
0.3 0.200 12 75.9197324
0.3 0.040 3 75.5852843
0.3 0.009 2 75.5852843
0.3 0.090 5 76.5886288
0.3 0.150 8 75.5852843